首页> 外文期刊>International Journal of Engineering Science and Technology >REMOVAL OF 50HZ POWERLINE INTERFERENCE FOR QUALITY DIAGNOSIS OF ECG SIGNAL
【24h】

REMOVAL OF 50HZ POWERLINE INTERFERENCE FOR QUALITY DIAGNOSIS OF ECG SIGNAL

机译:消除50HZ电力线干扰以进行ECG信号质量诊断

获取原文
           

摘要

The power line interference (50/60 Hz) is the main source of noise in most of bio-electric signal. In this paper second order infinite impulse response (IIR) notch filter, adaptive notch filtering technique with LMS (least mean square) algorithm and Discrete Wavelet transform method has been proposed for the removal of power line interference from ECG signal. Different ECG signals from MIT/BIH arrhythmia database are used with added power-line interference noise which is common in ECG signal. The result is analyzed using MATLAB software. Basically two synthesis parameters MSE and SNR have been used. The prime aim of this paper is to adapt the discrete wavelet transform (DWT) to improve the ECG signal quality for better clinical diagnosis. The proposed method shows improvement in output SNR is 97.60%.
机译:电力线干扰(50/60 Hz)是大多数生物电信号中的主要噪声源。本文提出了二阶无限冲激响应陷波滤波器,采用LMS(最小均方)算法的自适应陷波滤波技术和离散小波变换方法,以消除ECG信号中的电力线干扰。使用来自MIT / BIH心律失常数据库的不同ECG信号,并添加了ECG信号中常见的电源线干扰噪声。使用MATLAB软件分析结果。基本上已经使用了两个综合参数MSE和SNR。本文的主要目的是采用离散小波变换(DWT)来改善ECG信号质量,以更好地进行临床诊断。所提出的方法显示出输出SNR的改善为97.60%。

著录项

相似文献

  • 外文文献
  • 中文文献
  • 专利
获取原文

客服邮箱:kefu@zhangqiaokeyan.com

京公网安备:11010802029741号 ICP备案号:京ICP备15016152号-6 六维联合信息科技 (北京) 有限公司©版权所有
  • 客服微信

  • 服务号